We formulate this problem as a nonlinear Generalized Disjunctive Program (GDP), which, following transformation, results in a large-scale mixed-integer nonlinear programming (MINLP ... impact the ...

To address DSAP effectively, we formulate a Markov decision process (MDP) model and propose a deep reinforcement learning algorithm combined with an integer programming (DRLIP) model. DRLIP decomposes ...

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained ...

Solution for Vehicle Routing Problem with Time Windows and Multiple Service Workers (VRP-TW-MSW) using Integer Linear Programming (ILP) ...